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OALib Journal期刊
ISSN: 2333-9721
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Modeling multivariate conditional variance skewness kurtosis
多维条件方差偏度峰度建模

Keywords: higher order moments,S_U distribution,dynamic conditional correlation,autoregressive
高阶矩
,SU分布,动态条件相关性,自回归条件密度

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Abstract:

Considering factors of anticipation and volatility,to measure the dynamic character of higher moments risk and investigate impacts of the risk on multi-financial markets or assets,a model of multivariate conditional higher order moments,which can solve the problem of 'dimension disaster',was proposed with the determination of the formulas between moments and co-moments.Time-varying parameters of higher order moments were estimated using Dynamic Conditional Correlation,Autoregressive conditional density and ...

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